1-step Molecular Event Prediction on Mo-S Reactive System Trajectories
0.6614AccuracyEvoMD-LLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EvoMD-LLMBackbone=EvoMD-LLM2026.05 | 0.6614 | 0 | |
| Llama-3.1Backbone=Llama-3.1, Evaluation Protocol=RAG (k = 5)2026.05 | 0.3952 | 0.0092 | |
| Llama-3.1Backbone=Llama-3.1, Evaluation Protocol=Content-All2026.05 | 0.1964 | 0.0008 | |
| Llama-3.1Backbone=Llama-3.1, Evaluation Protocol=Content-10002026.05 | 0.1702 | 0.0109 | |
| Llama-3.1Backbone=Llama-3.1, Evaluation Protocol=Few-shot2026.05 | 0.1694 | 0.0132 | |
| ChemDFMBackbone=ChemDFM, Evaluation Protocol=Zero-shot2026.05 | 0.1224 | 0.0136 | |
| ChemDFMBackbone=ChemDFM, Evaluation Protocol=Few-shot2026.05 | 0.086 | 0.0614 | |
| Llama-3.1Backbone=Llama-3.1, Evaluation Protocol=Zero-shot2026.05 | 0.0797 | 0.365 |